egammaIdentification Namespace Reference

Classes
class	Category

Variables
list	bdt_weights_drnn_cone
list	bdt_weights_drnn_dbscan
dictionary	bdt_weights_histomax
list	categories
tuple	egamma_identification_drnn_cone
tuple	egamma_identification_drnn_dbscan
tuple	egamma_identification_histomax
dictionary	input_features_histomax
tuple	Inputs = cms.vstring(input_features_histomax['v10_3151'])
list	inputs_large = ['cl3d_coreshowerlength', 'cl3d_showerlength', 'cl3d_firstlayer', 'cl3d_maxlayer', 'cl3d_szz', 'cl3d_srrmean', 'cl3d_srrtot', 'cl3d_seetot', 'cl3d_spptot']
list	inputs_small = ['cl3d_firstlayer', 'cl3d_coreshowerlength', 'cl3d_maxlayer', 'cl3d_srrmean']
list	loose_wp = ['995', '950']
list	tight_wp = ['975', '900']
tuple	Weights = cms.vstring(bdt_weights_histomax['v10_3151'])
list	working_points_drnn_cone
list	working_points_drnn_dbscan
dictionary	working_points_histomax
tuple	WorkingPoints

Variable Documentation

list egammaIdentification.bdt_weights_drnn_cone

Initial value:

= [
        # Low eta
        'L1Trigger/L1THGCal/data/egamma_id_drnn_cone_loweta_v0.xml',
        # High eta
        'L1Trigger/L1THGCal/data/egamma_id_drnn_cone_higheta_v0.xml',
        ]

Definition at line 25 of file egammaIdentification.py.

list egammaIdentification.bdt_weights_drnn_dbscan

Initial value:

= [
        # Low eta
        'L1Trigger/L1THGCal/data/egamma_id_drnn_dbscan_loweta_v0.xml',
        # High eta
        'L1Trigger/L1THGCal/data/egamma_id_drnn_dbscan_higheta_v0.xml',
        ]

Definition at line 51 of file egammaIdentification.py.

dictionary egammaIdentification.bdt_weights_histomax

Initial value:

= {
        "v8_352":[ #trained using TPG software version 3.5.2
                # Low eta
                'L1Trigger/L1THGCal/data/egamma_id_histomax_352_loweta_v0.xml',
                # High eta
                'L1Trigger/L1THGCal/data/egamma_id_histomax_352_higheta_v0.xml'
                ],
        "v9_370":[ #trained using TPG software version 3.7.0
                # Low eta
                'L1Trigger/L1THGCal/data/egamma_id_histomax_370_loweta_v0.xml',
                # High eta
                'L1Trigger/L1THGCal/data/egamma_id_histomax_370_higheta_v0.xml'
                ],
        "v9_394":[ #trained using TPG software version 3.9.4
                # Low eta
                'L1Trigger/L1THGCal/data/egamma_id_histomax_394_loweta_v0.xml',
                # High eta
                'L1Trigger/L1THGCal/data/egamma_id_histomax_394_higheta_v0.xml'
                ],
        "v10_3151":[ #trained using TPG software version 3.15.1
                # Low eta
                'L1Trigger/L1THGCal/data/egamma_id_histomax_3151_loweta_v0.xml',
                # High eta
                'L1Trigger/L1THGCal/data/egamma_id_histomax_3151_higheta_v0.xml'
                ]
        }

Definition at line 83 of file egammaIdentification.py.

list egammaIdentification.categories

Initial value:

= [
        # Low eta
        Category(eta_min=1.5, eta_max=2.7, pt_min=0., pt_max=1e6),
        # High eta
        Category(eta_min=2.7, eta_max=3.0, pt_min=0., pt_max=1e6),
        ]

Definition at line 17 of file egammaIdentification.py.

tuple egammaIdentification.egamma_identification_drnn_cone

Initial value:

= cms.PSet(
        Inputs=cms.vstring(inputs_small),
        CategoriesEtaMin=cms.vdouble([cat.eta_min for cat in categories]),
        CategoriesEtaMax=cms.vdouble([cat.eta_max for cat in categories]),
        CategoriesPtMin=cms.vdouble([cat.pt_min for cat in categories]),
        CategoriesPtMax=cms.vdouble([cat.pt_max for cat in categories]),
        Weights=cms.vstring(bdt_weights_drnn_cone),
        WorkingPoints=cms.vdouble([wps[eff] for wps,eff in zip(working_points_drnn_cone,tight_wp)]),
        )

Definition at line 181 of file egammaIdentification.py.

tuple egammaIdentification.egamma_identification_drnn_dbscan

Initial value:

= cms.PSet(
        Inputs=cms.vstring(inputs_small),
        CategoriesEtaMin=cms.vdouble([cat.eta_min for cat in categories]),
        CategoriesEtaMax=cms.vdouble([cat.eta_max for cat in categories]),
        CategoriesPtMin=cms.vdouble([cat.pt_min for cat in categories]),
        CategoriesPtMax=cms.vdouble([cat.pt_max for cat in categories]),
        Weights=cms.vstring(bdt_weights_drnn_dbscan),
        WorkingPoints=cms.vdouble([wps[eff] for wps,eff in zip(working_points_drnn_dbscan,tight_wp)]),
        )

Definition at line 191 of file egammaIdentification.py.

tuple egammaIdentification.egamma_identification_histomax

Initial value:

= cms.PSet(
        Inputs=cms.vstring(input_features_histomax['v10_3151']),
        CategoriesEtaMin=cms.vdouble([cat.eta_min for cat in categories]),
        CategoriesEtaMax=cms.vdouble([cat.eta_max for cat in categories]),
        CategoriesPtMin=cms.vdouble([cat.pt_min for cat in categories]),
        CategoriesPtMax=cms.vdouble([cat.pt_max for cat in categories]),
        Weights=cms.vstring(bdt_weights_histomax['v10_3151']),
        WorkingPoints=cms.vdouble(
                [wps[eff] for wps,eff in zip(working_points_histomax['v10_3151'],tight_wp)]
                )
        )

Definition at line 201 of file egammaIdentification.py.

dictionary egammaIdentification.input_features_histomax

Initial value:

= {
        "v8_352":inputs_small,
        "v9_370":inputs_large,
        "v9_394":inputs_large,
        "v10_3151":inputs_large
        }

Definition at line 76 of file egammaIdentification.py.

tuple egammaIdentification.Inputs = cms.vstring(input_features_histomax['v10_3151'])

Definition at line 214 of file egammaIdentification.py.

list egammaIdentification.inputs_large = ['cl3d_coreshowerlength', 'cl3d_showerlength', 'cl3d_firstlayer', 'cl3d_maxlayer', 'cl3d_szz', 'cl3d_srrmean', 'cl3d_srrtot', 'cl3d_seetot', 'cl3d_spptot']

Definition at line 7 of file egammaIdentification.py.

list egammaIdentification.inputs_small = ['cl3d_firstlayer', 'cl3d_coreshowerlength', 'cl3d_maxlayer', 'cl3d_srrmean']

Definition at line 6 of file egammaIdentification.py.

list egammaIdentification.loose_wp = ['995', '950']

Definition at line 178 of file egammaIdentification.py.

list egammaIdentification.tight_wp = ['975', '900']

Definition at line 177 of file egammaIdentification.py.

tuple egammaIdentification.Weights = cms.vstring(bdt_weights_histomax['v10_3151'])

Definition at line 215 of file egammaIdentification.py.

list egammaIdentification.working_points_drnn_cone

Initial value:

= [
        # Low eta
        {
        '900':0.14057436,
        '950':0.05661769,
        '975':-0.01481255,
        '995':-0.19656579,
        },
        # High eta
        {
        '900':0.05995301,
        '950':-0.02947988,
        '975':-0.10577436,
        '995':-0.26401181,
        },
        ]

Definition at line 32 of file egammaIdentification.py.

list egammaIdentification.working_points_drnn_dbscan

Initial value:

= [
        # Low eta
        {
        '900':0.08421164,
        '950':0.06436077,
        '975':-0.04547527,
        '995':-0.23717142,
        },
        # High eta
        {
        '900':0.05559443,
        '950':-0.0171725,
        '975':-0.10630798,
        '995':-0.27290947,
        },
        ]

Definition at line 58 of file egammaIdentification.py.

dictionary egammaIdentification.working_points_histomax

Definition at line 110 of file egammaIdentification.py.

tuple egammaIdentification.WorkingPoints

Initial value:

= cms.vdouble(
                [wps[eff] for wps,eff in zip(working_points_histomax['v10_3151'],tight_wp)]
                )

Definition at line 216 of file egammaIdentification.py.